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https://github.com/jgoerner/data-science-stack-cookiecutter

🐳📊🤓Cookiecutter template to launch an awesome dockerized Data Science toolstack (incl. Jupyster, Superset, Postgres, Minio, AirFlow & API Star)
https://github.com/jgoerner/data-science-stack-cookiecutter

airflow apistar cookiecutter data-science docker docker-image jupyter minio postgres python superset

Last synced: 2 months ago
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🐳📊🤓Cookiecutter template to launch an awesome dockerized Data Science toolstack (incl. Jupyster, Superset, Postgres, Minio, AirFlow & API Star)

Host: GitHub
URL: https://github.com/jgoerner/data-science-stack-cookiecutter
Owner: jgoerner
License: mit
Created: 2018-06-23T09:28:50.000Z (over 6 years ago)
Default Branch: master
Last Pushed: 2023-07-06T21:16:04.000Z (over 1 year ago)
Last Synced: 2024-08-01T22:52:13.042Z (5 months ago)
Topics: airflow, apistar, cookiecutter, data-science, docker, docker-image, jupyter, minio, postgres, python, superset
Language: Jupyter Notebook
Homepage:
Size: 795 KB
Stars: 205
Watchers: 6
Forks: 70
Open Issues: 8
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # Data Science Stack - Cookiecutter

[![Maintainers Wanted](https://img.shields.io/badge/maintainers-wanted-red.svg)](https://github.com/pickhardt/maintainers-wanted)

Cookiecutter to launch an awesome Data Science toolstack in Docker.

# See it in action

[![asciicast](https://asciinema.org/a/CcZ9duIdP0pBfZWxw5Nt1tFVZ.png)](https://asciinema.org/a/CcZ9duIdP0pBfZWxw5Nt1tFVZ)

# Overall Architecture

![architecture](./architecture.png)

# Used Variables

The following table provides an overview about parameter, that are queried by cookiecutter (and why)

| Name | Description | Injected in Services |

| --- | --- | --- | 

| **project_name** | *Name of your project* | - |

| **jupyter_password** | *Password to protect your Jupyter service* | Jupyter |

| **postgres_db_password** | *Password of standard postgres user* | Postgres |

| **shared_db_password** | *Password for shared database* | Airflow
Jupyter
Postgres |

| **superset_db_password** | *Password for superset database* | Postgres
Superset |

| **superset_admin_password** | *Password for superset admin user* | Superset |

| **minio_access_key** | *Access key for Minio store* | Airflow
Apistar
Jupyter
Minio |

| **minio_secret_key** | *Secret key for Minio store* | Airflow
Apistar
Jupyter
Minio |